Smart Vehicle Counting and Parking System1

Object Detection

Dataset Versions

v38

2023-04-19 9:29am

Generated on Apr 19, 2023

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
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Dataset Split

Train Set 92%
4028Images
Valid Set 7%
300Images
Test Set 1%
51Images

Preprocessing

Resize: Fit within 420x420

Augmentations

Outputs per training example: 2
Flip: Horizontal
Rotation: Between -21° and +21°
Noise: Up to 3% of pixels

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